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Benchaji, Ibtissam
57  Ergebnisse:
Personensuche X
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1

A robust intrusion detection system based on a shallow lear..:

E. L. Asry, Chadia ; Benchaji, Ibtissam ; Douzi, Samira..
PLOS ONE.  19 (2024)  1 - p. e0295801 , 2024
Link: https://doi.org/10.1371/..
 
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2

Enhanced credit card fraud detection based on attention mec..:

Benchaji, Ibtissam ; Douzi, Samira ; El Ouahidi, Bouabid.
Journal of Big Data.  8 (2021)  1 - p. , 2021
Link: https://doi.org/10.1186/..
 
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3

Using Genetic Algorithm to Improve Classification of Imbala..:

, In: Smart Data and Computational Intelligence; Lecture Notes in Networks and Systems,
Benchaji, Ibtissam ; Douzi, Samira ; El Ouahidi, Bouabid - p. 220-229 , 2019
Link: https://doi.org/10.1007/..
 
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4

Comparison between different models and our approach on UNS..:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.t011.  , 2024
Link: https://doi.org/10.1371/..
 
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5

A framework for learning paragraph vectors [35]:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.g001.  , 2024
Link: https://doi.org/10.1371/..
 
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6

The disparate attack categories in the two datasets:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.t002.  , 2024
Link: https://doi.org/10.1371/..
 
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7

Classification performance of our method with 6 and 4 attri..:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.t008.  , 2024
Link: https://doi.org/10.1371/..
 
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8

Classification performance of our method with 6 and 4 attri..:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.t008.  , 2024
Link: https://doi.org/10.1371/..
 
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9

Attacks categories in the NSLKDD dataset:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.t003.  , 2024
Link: https://doi.org/10.1371/..
 
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10

The size of the training set and testing set for each set:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.t006.  , 2024
Link: https://doi.org/10.1371/..
 
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11

Fig 7 -:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.g007.  , 2024
Link: https://doi.org/10.1371/..
 
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12

Long short-term memory (LSTM) architecture:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.g002.  , 2024
Link: https://doi.org/10.1371/..
 
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13

Fig 7 -:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.g007.  , 2024
Link: https://doi.org/10.1371/..
 
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14

Fig 4 -:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.g004.  , 2024
Link: https://doi.org/10.1371/..
 
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15

Performances of classification on UNSW15 sets:

Chadia E. L. Asry ; Ibtissam Benchaji ; Samira Douzi.
doi:10.1371/journal.pone.0295801.g011.  , 2024
Link: https://doi.org/10.1371/..
 
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